context-mode: Every tool call in an MCP (Model-Controller-Program) environment dumps raw data into the context window, quickly consuming space and causing the agent to lose track of ongoing tasks. Context Mode is an MCP server that tackles this by sandboxing tool outputs to significantly reduce context usage, tracking session events in SQLite for continuity, and promoting 'think in code' to minimize data processing within the LLM.; evidra: Evidra records intent, outcome, and refusal for every infrastructure mutation, enabling risk assessment, behavioral signal detection, and reliability scoring. It provides an MCP server and CLI for seamless integration with agents, pipelines, and scripts.
Deep repository research and analysis (e.g., architecture, contributors, issues)
Agent benchmarking with real infrastructure scenarios